Risultati della ricerca - decoding (algorithm OR (algorithmics OR algorithmics))

Geometry Aware Operator Transformer as an Efficient and Accurate Neural Surrogate for PDEs on Arbitrary Domains di Wen, Shizheng, Kumbhat, Arsh, Lingsch, Levi, Mousavi, Sepehr, Zhao, Yizhou, Chandrashekar, Praveen, Mishra, Siddhartha

Sommario: “... operator learning algorithms to approximate such PDEs, we find that accurate models are not necessarily...”
Testo

Self-Calibrating BCIs: Ranking and Recovery of Mental Targets Without Labels di Grizou, Jonathan, de la Torre-Ortiz, Carlos, Ruotsalo, Tuukka

Sommario: “... present the first framework and an algorithm, CURSOR, that learns to recover unknown mental targets...”
Testo

Beyond One-Size-Fits-All: A Study of Neural and Behavioural Variability Across Different Recommendation Categories di Koutroumpas, Georgios, Idesis, Sebastian, Bruns, Mireia Masias, Segura, Carlos, Jose, Joemon M., Abadal, Sergi, Arapakis, Ioannis

Sommario: “... and relevance of their recommendations. However, this algorithmic-centric approach overlooks how different types...”
Testo

Dynamic Layered Decoding Scheduling for LDPC Codes Aided by Check Node Error Probabilities di Jia, Chenyuan, Chang, Dongxu, Wang, Ruiyuan, Wang, Guanghui, Yan, Guiying, Qu, Cunquan

Sommario: “... the update of check nodes with lower error probabilities can lead to higher decoding efficiency and validates...”
Testo

Mamba for Wireless Communications and Networking: Principles and Opportunities di Zhang, Rongsheng, Zhang, Ruichen, Lu, Yang, Chen, Wei, Ai, Bo, Niyato, Dusit

Sommario: “... of traditional algorithms, and enabler of novel paradigms. Guided by the two frameworks, we conduct case studies...”
Testo

Data Fusion for BS-UE Cooperative MIMO-OFDM ISAC di Ding, Yixin, Jiang, Haoyu, Xu, Xiaoli, Liang, Yanan, Zeng, Yong

Sommario: “... station (BS) and user equipment (UE) cooperative sensing. Specifically, after decoding the communication...”
Testo

SAC Flow: Sample-Efficient Reinforcement Learning of Flow-Based Policies via Velocity-Reparameterized Sequential Modeling di Zhang, Yixian, Yu, Shu'ang, Zhang, Tonghe, Guang, Mo, Hui, Haojia, Long, Kaiwen, Wang, Yu, Yu, Chao, Ding, Wenbo

Sommario: “... architectures: Flow-G, which incorporates a gated velocity, and Flow-T, which utilizes a decoded velocity. We...”
Testo

Sdim: A Qudit Stabilizer Simulator di Kabir, Adeeb, Nguyen, Steven, Ghosh, Sohan, Keppens, James, Kiran, Tijil, Kim, Isaac H., Huang, Yipeng, Sorée, Bart

Sommario: “.... Key elements of FTQC such as error-correcting codes and decoding are supported by a rich bed...”
Testo

Efficient Mixture-of-Agents Serving via Tree-Structured Routing, Adaptive Pruning, and Dependency-Aware Prefill-Decode Overlap di Wang, Zijun, Qi, Yijiahao, Chen, Hanqiu, Wan, Zishen, Sun, Gongjin, Li, Dongyang, Pei, Shuyi, Hao, Cong

Sommario: “... through an algorithm-system co-design. First, we replace dense agent interaction graphs with a...”
Testo

EGAM: Extended Graph Attention Model for Solving Routing Problems di Wang, Licheng, Yan, Yuzi, Huang, Mingtao, Shen, Yuan

Sommario: “... features. We employ an autoregressive encoder-decoder architecture and train it with policy gradient...”
Testo

Attention to details, logits to truth: visual-aware attention and logits enhancement to mitigate hallucinations in LVLMs di Wang, Jingyi, Li, Fei, Liu, Rujie

Sommario: “... algorithm to enhance the attention of task-relevant tokens based on the argument that task-relevant tokens...”
Testo

Quantum approaches to learning parity with noise di Shiu, Daniel

Sommario: “... and Classic McEliece. Classically, the best-known attacks involve information set decoding methods which...”
Testo

Flow-Controlled Scheduling for LLM Inference with Provable Stability Guarantees di Dong, Zhuolun, Cao, Junyu

Sommario: “... in LLM inference is that decode lengths are unknown. The memory usage for each request grows...”
Testo

Improving Temporal Action Segmentation via Constraint-Aware Decoding di Ee, Yeo Keat, Roy, Debaditya, Li, Chen, Zhang, Hao, Fernando, Basura

Sommario: “... modified Viterbi decoding algorithm, allowing inference-time refinement without retraining or added model...”
Testo

How Many Features Can a Language Model Store Under the Linear Representation Hypothesis? di Garg, Nikhil, Kleinberg, Jon, Peng, Kenny

Sommario: “... = O(k\log (m/k))$ suffices if we allow non-linear decoding algorithms (Candes and Tao, 2006; Candes et...”
Testo

Joint Message Detection and Channel Estimation for Unsourced Random Access in Cell-Free User-Centric Wireless Networks di Çakmak, Burak, Gkiouzepi, Eleni, Opper, Manfred, Caire, Giuseppe

Sommario: “... is to devise and analyze a \emph{centralized} decoder to detect the transmitted messages (without prior...”
Testo

Finding Shared Decodable Concepts and their Negations in the Brain di Efird, Cory, Murphy, Alex, Zylberberg, Joel, Fyshe, Alona

Sommario: “... embeddings. We then use a novel adaptation of the DBSCAN clustering algorithm to cluster the parameters...”
Testo

RIS-Assisted Cell-Free Massive MIMO Relying on Reflection Pattern Modulation di Sui, Zeping, Ngo, Hien Quoc, Van Chien, Trinh, Matthaiou, Michail, Hanzo, Lajos

Sommario: “.... Then, upon exploiting a so-called large-scale fading decoding (LSFD) scheme, the uplink signal...”
Testo

Optimizing Multi-User Uplink Cooperative Rate-Splitting Multiple Access: Efficient User Pairing and Resource Allocation di Khisa, Shreya, Elhattab, Mohamad, Assi, Chadi, Sharafeddine, Sanaa

Sommario: “...-game (MG)-based approach where the SUS algorithm is used to select CCU in each pair which assists...”
Testo

Tera-Scale Multilevel Graph Partitioning di Salwasser, Daniel, Seemaier, Daniel, Gottesbüren, Lars, Sanders, Peter

Sommario: “.... Recent work has seen tremendous progress in speeding up partitioning algorithms through parallelism...”
Testo